Multiscale and re-entrant surface analysis of multi jet fusion surfaces and the effect of postprocessing via sandblasting

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Publicado en:Scientific Reports (Nature Publisher Group) vol. 15, no. 1 (2025), p. 43132-43158
Autor principal: Mietliński, Patryk
Otros Autores: Berkmans, François, Peta, Katarzyna, Bartkowiak, Tomasz, Bigerelle, Maxence, Gapiński, Bartosz, Wieczorowski, Michał
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Nature Publishing Group
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024 7 |a 10.1038/s41598-025-27015-8  |2 doi 
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100 1 |a Mietliński, Patryk  |u Poznań University of Technology, Poznań, Poland (ROR: https://ror.org/00p7p3302) (GRID: grid.6963.a) (ISNI: 0000 0001 0729 6922) 
245 1 |a Multiscale and re-entrant surface analysis of multi jet fusion surfaces and the effect of postprocessing via sandblasting 
260 |b Nature Publishing Group  |c 2025 
513 |a Journal Article 
520 3 |a The growing use of Multi Jet Fusion (MJF) 3D printing in industry brings challenges related to surface quality and post-processing effects. This study presents a comprehensive analysis of surface geometry changes in MJF-printed parts before and after sandblasting. A suitable abrasive material was selected and tested, followed by chemical composition analysis to confirm the absence of abrasive residues on the surfaces. Glass beads with a radius of 37.5 to 70&#xa0;μm were used for sandblasting. Micro-computed tomography (µCT) was used as the only technique capable of capturing complex surface topography, including re-entrant features, both pre- and post-processing. Surface characterization was performed following ISO 25,178 roughness parameters and area-scale analysis for a total of 30 surfaces. A proprietary algorithm was also implemented to quantify re-entrant features. Results showed significant changes in surface texture due to sandblasting, including reduced surface roughness and enhanced uniformity. For instance, Sa decreased from 22.3&#xa0;μm to 14.6&#xa0;μm, and Sp dropped by over 30%. Multiscale analysis revealed a 50% reduction in surface fractal complexity (Asfc) and a significant decrease in fine-scale geometric variability. An algorithm for detecting reentrant features was developed, in which original indicators for their quantitative occurrence were introduced: r₁ and r₂. On average r₂ values dropped from 60% to 13%, and r₁ from 260% to 135%. ANOVA confirmed statistically significant differences (p < 0.001) between pre- and post-processing states (MSR coefficients for Srel and Asfc parameters were used). Additionally, a statistical analysis was performed, which showed significant and large impact of post-processing on the geometric character of the surface. The study demonstrates that µCT is uniquely capable of isolating unsintered powder and characterizing complex surface features. Sandblasting significantly alters surface geometry and must be accounted for during design, especially in applications requiring precise topographical control. 
653 |a Microscopes 
653 |a Variance analysis 
653 |a Statistical analysis 
653 |a Interferometry 
653 |a Computed tomography 
653 |a Algorithms 
653 |a Lasers 
653 |a Topography 
653 |a Microscopy 
653 |a 3-D printers 
653 |a Glass beads 
653 |a Geometry 
653 |a Additive manufacturing 
653 |a Composite materials 
653 |a Environmental 
700 1 |a Berkmans, François  |u University Polytechnic Hauts-De-France, Valenciennes, France (ROR: https://ror.org/02ezch769) (GRID: grid.12810.3a) (ISNI: 0000 0001 0790 1416) 
700 1 |a Peta, Katarzyna  |u Poznań University of Technology, Poznań, Poland (ROR: https://ror.org/00p7p3302) (GRID: grid.6963.a) (ISNI: 0000 0001 0729 6922) 
700 1 |a Bartkowiak, Tomasz  |u Poznań University of Technology, Poznań, Poland (ROR: https://ror.org/00p7p3302) (GRID: grid.6963.a) (ISNI: 0000 0001 0729 6922) 
700 1 |a Bigerelle, Maxence  |u University Polytechnic Hauts-De-France, Valenciennes, France (ROR: https://ror.org/02ezch769) (GRID: grid.12810.3a) (ISNI: 0000 0001 0790 1416) 
700 1 |a Gapiński, Bartosz  |u Poznań University of Technology, Poznań, Poland (ROR: https://ror.org/00p7p3302) (GRID: grid.6963.a) (ISNI: 0000 0001 0729 6922) 
700 1 |a Wieczorowski, Michał  |u Poznań University of Technology, Poznań, Poland (ROR: https://ror.org/00p7p3302) (GRID: grid.6963.a) (ISNI: 0000 0001 0729 6922) 
773 0 |t Scientific Reports (Nature Publisher Group)  |g vol. 15, no. 1 (2025), p. 43132-43158 
786 0 |d ProQuest  |t Science Database 
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